Web data
Web data in the looot catalog as of 2026-09-28: 83 jobs served by 24 providers, with the job ids to run and links to the live catalog.
As of 2026-09-28 (catalog revision 85280), Web data has 83 jobs across 16 platforms, served by 24 providers through 116 endpoints, 116 of them runnable now. The catalog changes every week; the live numbers are one call away:
curl "https://api.looot.ai/v1/catalog/overview?category=web-data&depth=jobs"Run any job below by its id: endpointId: "job:<job id>" on MCP run or POST /v1/runs, or looot run job:<job id>. See Jobs.
Web data
36 jobs, 20 providers, 62 endpoints (62 runnable). Cheapest per call $0, per result $0.000145.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
web.scrape.structured |
Scrape a URL into structured JSON | 4 | $0.0012 | $0.0015 |
news.search |
Search the news for a topic | 4 | $0.002 | n/a |
jobs.search |
Search job listings | 4 | $0.002 | $0.000145 |
web.scrape.markdown |
Scrape a web page into markdown | 4 | $0.0002 | n/a |
web.article.extract |
Extract the article behind a URL | 3 | $0.001 | $0.001 |
jobs.company |
List a company’s open roles | 2 | $0.01 | n/a |
web.answer |
Answer web | 2 | $0.005 | n/a |
web.scrape.job.results |
Fetch the results of a scrape job | 2 | $0.0001 | $0.000333 |
28 more jobs: GET /v1/catalog/overview?platform=web&depth=jobs.
Web monitors
5 jobs, 1 provider, 10 endpoints (10 runnable). Cheapest per call $0.015, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
monitors.runs |
Runs monitors | 1 | $0.015 | n/a |
monitors.create |
Create monitors | 1 | $0.015 | n/a |
monitors.get |
Get monitors | 1 | $0.015 | n/a |
monitors.batch |
Batch monitors | 1 | $0.015 | n/a |
monitors.trigger |
Trigger monitors | 1 | $0.015 | n/a |
News
9 jobs, 1 provider, 9 endpoints (9 runnable). Cheapest per call $0.01, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
news.archive |
Archive news | 1 | $0.01 | n/a |
news.count |
Count news | 1 | $0.01 | n/a |
news.crypto |
Crypto news | 1 | $0.01 | n/a |
news.crypto.count |
Count news crypto | 1 | $0.01 | n/a |
news.market |
Market news | 1 | $0.01 | n/a |
news.market.count |
Count news market | 1 | $0.01 | n/a |
news.sources |
Sources news | 1 | $0.01 | n/a |
news.websocket.fetch |
Fetch news websocket | 1 | $0.01 | n/a |
1 more job: GET /v1/catalog/overview?platform=news&depth=jobs.
Browser tasks
7 jobs, 1 provider, 7 endpoints (7 runnable). Cheapest per call $0.05, per result $0.02.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.task.browser-use |
Browser use api task | 1 | n/a | $0.02 |
api.task.claude-computer-use |
Claude computer use api task | 1 | $0.05 | n/a |
api.task.cua |
Cua api task | 1 | $0.05 | n/a |
api.task.gemini-computer-use |
Gemini computer use api task | 1 | $0.05 | n/a |
api.task.grok-computer-use |
Grok computer use api task | 1 | $0.05 | n/a |
api.task.hyper-agent |
Hyper agent api task | 1 | n/a | $0.02 |
api.task.meta-computer-use |
Meta computer use api task | 1 | $0.05 | n/a |
Research agents
4 jobs, 1 provider, 4 endpoints (4 runnable). Cheapest per call $0.012, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
agent.runs.create |
Create agent runs | 1 | $0.012 | n/a |
agent.runs.events |
Events agent runs | 1 | $0.012 | n/a |
agent.runs.get |
Get agent runs | 1 | $0.012 | n/a |
agent.runs.stop |
Stop agent runs | 1 | $0.012 | n/a |
Extraction
2 jobs, 4 providers, 4 endpoints (4 runnable). Cheapest per call $0.00044, per result $0.001.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
extract.get |
Get extract | 3 | $0.00044 | $0.001 |
api.extract |
Extract api | 1 | $0.02 | n/a |
Job postings
3 jobs, 1 provider, 3 endpoints (3 runnable). Cheapest per call $0, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
jobbase.collect |
Collect jobbase | 1 | $0.0196 | n/a |
jobbase.search.es-dsl |
Es dsl jobbase search | 1 | $0 | n/a |
jobbase.search.filter |
Filter jobbase search | 1 | $0 | n/a |
Crawling
2 jobs, 2 providers, 2 endpoints (2 runnable). Cheapest per call n/a, per result $0.001.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.crawl |
Crawl api | 1 | n/a | $0.001 |
crawl.get |
Get crawl | 1 | n/a | $0.0024 |
The Guardian
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.036, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.guardian.articles |
Articles api guardian | 1 | $0.036 | n/a |
api.guardian.authors.search |
Search api guardian authors | 1 | $0.0719 | n/a |
Job postings (multi-source)
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
jobmultisource.collect |
Collect jobmultisource | 1 | $0.0196 | n/a |
jobmultisource.search.es-dsl |
Es dsl jobmultisource search | 1 | $0 | n/a |
The New York Times
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result $0.00072.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.nytimes.articles |
Articles api nytimes | 1 | $0.0036 | n/a |
api.nytimes.articles.search |
Search api nytimes articles | 1 | n/a | $0.00072 |
Scraping
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.001, per result $0.001.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.scrape |
Scrape api | 1 | $0.001 | n/a |
api.scrape.batch |
Batch api scrape | 1 | n/a | $0.001 |
TechCrunch
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result $0.00036.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.techcrunch.articles |
Articles api techcrunch | 1 | $0.0036 | n/a |
api.techcrunch.articles.search |
Search api techcrunch articles | 1 | n/a | $0.00036 |
The Verge
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.036, per result $0.0036.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.theverge.articles |
Articles api theverge | 1 | $0.036 | n/a |
api.theverge.articles.search |
Search api theverge articles | 1 | n/a | $0.0036 |
Web page parsing
2 jobs, 1 provider, 2 endpoints (2 runnable). Cheapest per call $0.0036, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
api.webparser.parse |
Parse api webparser | 1 | $0.0036 | n/a |
api.webparser.render |
Render api webparser | 1 | $0.036 | n/a |
Scraping actors
1 job, 1 provider, 1 endpoint (1 runnable). Cheapest per call $0.06, per result n/a.
| Job id | What it does | Providers | Cheapest per call | Cheapest per result |
|---|---|---|---|---|
actors.run |
Run actors | 1 | $0.06 | n/a |
Find the right endpoint
- Search by what you want done: MCP
search,looot search "<words>", orGET /v1/catalog/search?q=<words>. - List one job’s providers, cheapest first:
searchwith{"filters": {"capability": "<job id>"}, "prefer": "cheapest"}. - Browse without an account: looot.ai/public-catalog or
GET https://api.looot.ai/v1/public-catalog?text=<words>.